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AI & Tech

Coinbase cuts 700 as AI replaces junior devs

Friday, May 8, 2026 · from 5 podcasts
  • Coinbase slashed 700 jobs to replace engineers with AI tools like Cursor and Codex.
  • One-person teams now ship code once handled by 10-person squads.
  • Andreessen Horowitz and Haun Ventures back AI agents needing automated finance rails.

Coinbase is tearing down its engineering org and rebuilding it around AI. The company cut 14% of its staff - about 700 people - after CEO Brian Armstrong mandated 50% AI-written code and fired engineers who resisted tools like GitHub Copilot and Cursor. The new model runs on one-person teams, where a single developer handles engineering, design, and product, a shift meant to mimic the agility of lean Bitcoin startups like Strike.

According to David Bennett on Bitcoin And, the move ignores human psychology. Isolated developers lose the friction of collaboration, turning the company into a set of siloed experiments. But Armstrong argues small AI-augmented teams can outpace entire departments. At Strike, 75 people run what Coinbase once needed thousands to do, a model now spreading across tech.

"Coinbase just cut another 14% of its workforce, but the trimming is likely just beginning."

- Matt Odell, Rabbit Hole Recap

The pivot isn’t just cultural - it’s structural. AI coding agents like OpenClaw, built on Pi, now handle tasks from data pipeline monitoring to inbox triage. Ben from Nerd Snipe runs OpenClaw on a dedicated phone but keeps it read-only for safety. The repository already holds 2.6 million lines of TypeScript, which he calls the 'ultimate slop factory' - a sign of how fast these tools scale, even when they generate messy code.

Startups are racing to stay ahead of Big Tech’s vertical integration. Cursor and Codex lead the 'harness' war, providing scaffolding that makes raw models like GPT-5 useful. But the moat is shallow. OpenAI now moves faster than teams of 1,500 engineers, forcing startups into 'internal fire' mode just to survive. The future favors the leanest stack.

"The future belongs to the leanest harness. If a model gets smart enough to handle its own context and tools, the complex middleware startups are building today becomes technical debt."

- Ben, Nerd Snipe with Theo and Ben

Venture capital is flooding into the plumbing. Andreessen Horowitz raised $2.2 billion for blockchain infrastructure, while Katie Haun’s fund committed $1 billion to stablecoin rails and compliance layers for AI agents. This isn’t speculation - it’s permanent infrastructure. Even Morgan Stanley is pursuing a digital trust charter to hold Bitcoin directly, a sign that the loudest critics are now building inside the system.

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RABBIT HOLE RECAP #408: THE LAYOFFS CONTINUEMay 7

  • Odell warns the Guard Act passed Senate Judiciary unanimously, requiring age verification for AI chatbots as a Trojan horse for digital identity.
Also from this episode: (10)

BTC Markets (1)

  • Matt highlights Bitcoin's role as a safe haven when central banks devalue currencies, framing it as the victor in a fiat world.

Payments (1)

  • Keone Rodriguez and Bill from Samurai Wallet face $2 million in legal debt and a $250,000 fine after pleading guilty to unlicensed money transmission.

Politics (2)

  • Matt notes Bitcoin Policy Institute raised just over $1 million for their defense fund, far less than Tornado Cash developers received, highlighting a disparity in community support.
  • Odell argues the Clarity Act's developer protections are essential to prevent future prosecutions like Samurai Wallet, but fears the rest of the bill only benefits corporate shitcoiners.

Adoption (1)

  • Matt observes attendance for Bitcoin-as-freedom-money talks was sparse at the conference, while tokenization events drew crowds, indicating a shift in community interests.

Protocol (5)

  • Odell says the percentage of Bitcoiners focused on freedom money has never been lower, despite the absolute number growing, creating a frustrating fracturing within the community.
  • Matt criticizes MSTR's retail-focused earnings calls and Saylor's willingness to sell Bitcoin for dividends, questioning the constant goalpost shifting around the company's financial strategy.
  • Odell points out executive compensation at Bitcoin treasury clones can reach $15-20 million annually, while open source devs on grants make around $100,000, illustrating a stark resource disconnect.
  • Matt notes OpenSats distributes about $1 million monthly to over 200 grant recipients in 40+ countries, funding more than 400 developers total.
  • Odell details a Bitcoin Core vulnerability affecting versions 0.14.0 to 29.0, where a specially crafted block could cause a node crash via a use-after-free bug.

The New Space Race: NASA, Artemis, and the Race to the MoonMay 6

  • Bridget outlines Northwood's cultural pillars: accomplishing unreasonable things on unreasonable timelines through clever risk-taking, end-to-end ownership beyond job descriptions, and pursuing categorical - not incremental - outcomes in a low-ego team environment.
Also from this episode: (10)

Space (7)

  • Bridget describes Northwood as building end-to-end ground infrastructure for space companies, handling everything from antenna hardware R&D to site procurement, networking, and software APIs to connect satellites to Earth.
  • She frames the core problem as a value chain misalignment: satellite and launch tech modernized rapidly, but ground segment became the bottleneck because antenna vendors built bespoke point solutions and software integrators were dependent on outdated infrastructure.
  • Northwood's vertical integration model cuts deployment time from a traditional 3 years down to 3 months by designing antennas to fit in standard shipping containers for air freight and systems to land on dirt with standard power.
  • Bridget argues vertical integration is necessary for mission alignment, where success is measured by customer mission success rather than individual component sales, and enables building common solutions across commercial and government missions.
  • She sees Starlink's work on direct optical inter-satellite links as a 0% threat, viewing any technology that increases space data volume and reduces latency as aligned with Northwood's goal of growing the space economy.
  • She cites a recent $50 million contract with Space Force to help modernize the Satellite Control Network as evidence of a fundamental shift in government procurement, preferring commercial speed over in-house builds for proliferated systems.
  • Bridget frames ground infrastructure as critical for satellite ROI, noting some missions launch with no ground plan, making the spacecraft a depreciating asset, while throughput limits prevent companies from serving more customers.

Startups (3)

  • Northwood addresses resilience against physical threats like in a Taiwan scenario through proliferation - deploying cheaper, faster-to-build ground sites globally so the loss of one location isn't catastrophic, a model inspired by Starlink's approach.
  • Bridget analogizes the current space economy build-out to the early internet, where fundamental platform infrastructure plays like cloud computing emerged to support unforeseen innovation, a role she wants Northwood to fill.
  • Northwood employs about 75 people, has teams on two continents, and plans to expand to five international entities this year, sourcing talent from diverse industries like telecom cell towers and Tesla Supercharger networks.

Theo Almost Lost $1 MillionMay 6

  • Theo argues smarter models like GPT-5.5 are cheaper in practice because they use fewer tool calls and tokens, but Ben counters that tool call frequency does not always correlate with intelligence.
  • Ben uses OpenClaw on a dedicated phone to run automated tasks like data pipeline monitoring and email inbox triage, but restricts it to read-only access for safety.
  • The OpenClaw repository contains 2.6 million lines of TypeScript, which Ben calls the 'ultimate slop factory,' compared to T3 Code's 200,000 lines.
  • Running the 'GStack' skill in Conductor consumed 37% of a $20/month Claude subscription in one session, creating an empty repo on Ben's GitHub.
  • Ben now defends Gary Tan's 'GStack' concept after using the 'Impeccable' skill, which injects a live design editing UI into a dev server, a pattern he had proposed in an email a year prior.
  • The primary coding agent SDKs are Cursor, Open Code, Claude, Codex, and Pi, with Pi being Ben's favorite and Codex offering effectively unlimited inference on its subscription.
Also from this episode: (7)

AI Infrastructure (3)

  • Theo posted a benchmark showing Azure's OpenAI inference was 4-10x slower than OpenAI's direct endpoints, and a Microsoft executive responded to the public criticism to fix the problem.
  • After the fix, Azure's OpenAI inference became 10-20% faster than OpenAI's direct endpoints, allowing Theo to finally use his $1M Azure credit.
  • Theo discovered Azure's caching was broken, with a 0% cache hit rate, because a 'noisy neighbor' caused their cache implementation to buckle.

Models (2)

  • GPT-5.5's latency was 26 seconds in a benchmark, beating Grok 4.3 (1 minute), GPT-4-mini (32s), Claude Haiku 4.5 (35s), and Codex Spark (39s), despite having the lowest tokens-per-second.
  • GPT-5.5 averaged 8 tool calls in the benchmark, while Grok 4.3 did 19, GPT-4-mini did 15, Claude Haiku 4.5 did 11, and Codex Spark did 23.

Coding (2)

  • Ben argues the 'Garry's List' and lines-of-code maxims are useful for shifting the Overton window, pushing developers to use code more creatively to explore ideas rather than treating it as expensive.
  • BAML is a structured output SDK that unfixes JSON formatting from models like GPT-4, which Ben used for a project with complex object shapes.

May The Schwartz Be With You | Bitcoin NewsMay 5

  • Armstrong set a target of 50% AI-written code at Coinbase and fired engineers who refused to adopt tools like GitHub Copilot, implementing a flatter org structure with 'one-person teams.'
  • DeFi protocol Aave filed an emergency motion to lift a restraining notice from law firm Gerstein Harrow, which froze $877 million in Ether claiming clients had a claim due to North Korean hacks.
Also from this episode: (11)

Big Tech (1)

  • Coinbase cut 14% of its workforce, affecting about 700 employees, as CEO Brian Armstrong framed the move as an AI-driven redesign rather than a market reaction.

VC (2)

  • Andreessen Horowitz raised $2.2 billion for a new crypto fund, Crypto Fund Five, to invest in blockchain infrastructure like payments and decentralized systems.
  • Katie Haun's firm, Haun Ventures, raised $1 billion for crypto infrastructure, focusing on stablecoin rails and regulated financial plumbing for AI agents.

Banking (2)

  • Morgan Stanley's head of digital asset strategy, Amy Oldenburg, stated US banks will eventually hold Bitcoin on their balance sheets but are blocked by Federal Reserve Basel rules and global regulatory approval.
  • FalconX partnered with Swiss bank Signum to launch a tokenized credit product for institutional clients, allowing on-chain lending through a regulated banking wrapper.

BTC Markets (2)

  • Morgan Stanley launched MSBT, a Bitcoin-backed ETP, and revealed it is pursuing an OCC digital trust charter to custody crypto directly and offer spot trading.
  • BlackRock's iBit Bitcoin product has accumulated over $61 billion in assets.

Protocol (4)

  • Former Ripple CTO David Schwartz sold 26 million XRP for Bitcoin, stating he holds only Ripple stock for indirect exposure to sleep better at night.
  • The Satoshi Scholarship at Lomond School in Scotland covers two years of tuition and boarding for one student, funded by Bitcoin donations and the school's own Bitcoin treasury.
  • Legal firm Gerstein Harrow argued its clients have a claim to funds stolen by North Korea, referencing past hacks from 2015 and 2016 to freeze assets from the 2026 Kelp exploit.
  • World Liberty Financial sued Tron founder Justin Sun for defamation after he criticized its governance, escalating a dispute over the freezing of his WLFI tokens.
What Bitcoin Did
What Bitcoin Did

Danny Knowles

The Biggest Lie in Economics | Allen Farrington & Sacha MeyersMay 4

Also from this episode: (10)

Inflation (1)

  • Allen Farrington and Sacha Meyers argue the 2% inflation target is a myth with no scientific basis, originating from a random comment in a TV interview by a New Zealand official.

Macro (5)

  • Keynesian economics assumes inflation is necessary to spur spending, based on the 'paradox of thrift.' Farrington and Meyers contend this logic is flawed, as savings provide the capital for investment that enables future consumption and innovation.
  • They identify two types of deflation. The first is harmful, caused by a debt-driven credit collapse. The second is beneficial, stemming from technological innovation that increases productivity and lowers prices.
  • The authors argue mainstream economics fears widespread deflation because it conflates the two types, blaming the symptom of a credit bust rather than the underlying fragility of excessive debt.
  • Farrington states that in a true deflationary environment driven by innovation, you cannot have falling prices unless the value of labor is increasing. Wages may stay stable or rise even as goods become cheaper.
  • Meyers explains that malinvestment occurs when price signals are corrupted by monetary policy, leading rational actors to make faulty capital allocations based on distorted information.

Society (2)

  • The authors criticize neoclassical economics for treating the economy as a static, equilibrium-based system, ignoring the dynamic, causal role of time, uncertainty, and entrepreneurial experimentation.
  • They advocate for a monetary system with minimal distortion, where innovation naturally manifests as price deflation, arguing such a system would be adopted willingly for its benefits, not enforced top-down.

Protocol (2)

  • Farrington says their essay 'Number Go Down' will be added as a new chapter in the second edition of their book 'Bitcoin is Venice,' planned for release next year, potentially launched at the Bitcoin conference.
  • When asked about Bitcoin's role, Meyers says the true Bitcoin standard arrives when people stop denominating its value in dollars and think 'one bitcoin is worth one bitcoin.'